Module OPTIMA.builtin

A package that provides built-in functionality for classification using multilayer perceptrons with Keras.

Expand source code
# -*- coding: utf-8 -*-
"""A package that provides built-in functionality for classification using multilayer perceptrons with Keras."""

Sub-modules

OPTIMA.builtin.evaluation

Provides a collection of classes and functions to evaluate the performance of classifiers.

OPTIMA.builtin.figures_of_merit

Provides a set of figures of merit to evaluate the performance of classifiers, directly or as custom metrics.

OPTIMA.builtin.inputs

Collection of classes and functions to handle data loading and preprocessing for classification tasks.

OPTIMA.builtin.model

A module that provides functions to prepare and update the built-in Keras multilayer perceptron.

OPTIMA.builtin.search_space

A module that provides functions to handle the search space for the hyperparameter optimization for the build-in multilayer perceptrons.